Publications

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2018
Busoniu L, de Bruin T, Tolic D, Kober J, Palunko I.  2018.  Reinforcement Learning for Control: Performance, Stability, and Deep Approximators. Annual Reviews in Control.
Feng G, Busoniu L, Guerra T-M, Mohammad S.  2018.  Reinforcement Learning for Energy Optimization Under Human Fatigue Constraints of Power-Assisted Wheelchairs. Proceedings 2018 Annual American Control Conference ({ACC-18}). :4117–4122.
Morarescu C, Varma V, Busoniu L, Lasaulce S.  2018.  Space-time budget allocation for marketing over social networks. Proceedings IFAC Conference on Analysis and Design of Hybrid Systems (ADHS-18). :211–216.
Granzotto M, Postoyan R, Busoniu L, Nesic D, Daafouz J.  2018.  Stability analysis of discrete-time finite-horizon discounted optimal control. Proceedings 57th IEEE Conference on Decision and Control (CDC-18).
2017
Sabau S, Morarescu C, Busoniu L, Jadbabaie A.  2017.  Decoupled-Dynamics Distributed Control for Strings of Nonlinear Autonomous Agents. Proceedings IEEE American Control Conference (ACC-17).
Ben Rejeb J, Busoniu L, Morarescu C, Daafouz J.  2017.  Near-Optimal Control of Nonlinear Switched Systems with Non-Cooperative Switching Rules. Proceedings IEEE American Control Conference (ACC-17).
Xu J, Busoniu L, De Schutter B.  2017.  Near-Optimal Control with Adaptive Receding Horizon for Discrete-Time Piecewise Affine Systems. Proceedings 20th IFAC World Congress (IFAC'17).
Mathe K, Busoniu L, Munos R, De Schutter B.  2017.  Optimistic Planning with an Adaptive Number of Action Switches for Near-Optimal Nonlinear Control. Engineering Applications of Artificial Intelligence.
Busoniu L, Daafouz J, Bragagnolo M-C, Morarescu C.  2017.  Planning for optimal control and performance certification in nonlinear systems with controlled or uncontrolled switches. Automatica. 78:297–308.
Postoyan R, Busoniu L, Nesic D, Daafouz J.  2017.  Stability analysis of discrete-time infinite-horizon optimal control with discounted cost. IEEE Transactions on Automatic Control. 62:2736–2749.
Feng G, Guerra T-M, Busoniu L, Mohammad S.  2017.  Unknown input observer in descriptor form via LMIs for power-assisted wheelchairs. Proceedings 36th Chinese Control Conference (CCC'17).
2016
Páll E, Tamas L, Busoniu L.  2016.  Analysis and a home assistance application of online AEMS2 planning. IEEE/RSJ International Conference on Intelligence Robots and Systems (IROS-16).
Bragagnolo M-C, Morarescu C, Busoniu L, Riedinger P.  2016.  Decentralized Formation Control in Fleets of Nonholonomic Robots with a Clustered Pattern. Handling Uncertainty and Structure in Robot Control. :313–333.
Bragagnolo M-C, Morarescu C, Busoniu L, Riedinger P.  2016.  Decentralized Formation Control in Fleets of Nonholonomic Robots with a Clustered Pattern. Handling Uncertainty and Structure in Robot Control. :313–333.
Busoniu L, Páll E, Munos R.  2016.  Discounted near-optimal control of general continuous-action nonlinear systems using optimistic planning. Proceedings 2016 American Control Conference (ACC-16).
Busoniu L, Tamas L.  2016.  Handling Uncertainty and Networked Structure in Robot Control. Studies in Systems, Decision and Control.
Frohlich R, Tamas L, Kato Z.  2016.  Homography Estimation between Omnidirectional Cameras without Point Correspondences. Handling Uncertainty and Structure in Robot Control.
Xu J, van den Boom T, Busoniu L, De Schutter B.  2016.  Model Predictive Control for Continuous Piecewise Affine Systems Using Optimistic Optimization. Proceedings 2016 American Control Conference (ACC-16).
Busoniu L, Postoyan R, Daafouz J.  2016.  Near-Optimal Strategies for Nonlinear and Uncertain Control Systems. IEEE Transactions on Automatic Control (In Press).
Estrada-Manzo V., Zsófia Lendek, Guerra T-M.  2016.  Observer Design for Robotic Systems via Takagi-Sugeno Models and Linear Matrix Inequalities. Handling Uncertainty and Networked Structure in Robot Control.
Busoniu L, Daniels A, Babuska R.  2016.  Online Learning for Optimistic Planning. Engineering Applications of Artificial Intelligence. 55:60–72.
Xu J, Busoniu L, van den Boom T, De Schutter B.  2016.  Receding-Horizon Control for Max-Plus Linear Systems with Discrete Actions Using Optimistic Planning. Proceedings 13th International Workshop on Discrete Event Systems (WODES-16). :398–403.
Mathe K, Busoniu L, Barabas L, Miclea L, Braband J, Iuga C.  2016.  Vision-Based Control of a Quadrotor for an Object Inspection Scenario. Proceedings 2016 International Conference on Unmanned Aircraft Systems (ICUAS-16). :849–857.
Páll E, Tamas L, Busoniu L.  2016.  Vision-Based Quadcopter Navigation in Structured Environments. Handling Uncertainty and Structure in Robot Control. :265–290.
Páll E, Tamas L, Busoniu L.  2016.  Vision-Based Quadcopter Navigation in Structured Environments. Handling Uncertainty and Structure in Robot Control. :265–290.

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